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2020 – today
- 2026
[j15]Chaopeng Tan
, Lyuzhou Luo, Kaidi Yang, Hong Zhu, Keshuang Tang:
Leveraging Trajectory Continuity to Enhance Real-Time Traffsic Signal Control With Limited Connected Vehicle Provision. IEEE Intell. Transp. Syst. Mag. 18(3): 45-59 (2026)- [c8]Orhan Ermis, Farhad Khalilzadeh, Ruben Marques, Christophe Feltus, Manos Barmpounakis, Wang Heqi, Charalampos Sipetas, Marco Rinaldi, Claudio Roncoli, Chaopeng Tan, Francesco Vitale:
A Unified Privacy-Preserving Federated Learning Framework for Horizontal and Vertical Data Partitioning. ARES (Workshops, 3) 2026: 74-92 - 2025
- [j14]Jiarong Yao, Jiangpeng Li, Xiaoyu Xu, Chaopeng Tan, Kim-Hui Yap, Rong Su:
Incorporating vision-based artificial intelligence and large language model for smart traffic light control. Appl. Soft Comput. 179: 113333 (2025) - [j13]Lyuzhou Luo, Chaopeng Tan, Keshuang Tang, Hong Zhu:
A distributed model predictive approach for network traffic signal control using multi-objective dynamic programming. Comput. Aided Civ. Infrastructure Eng. 40(24): 3953-3978 (2025) - [j12]Chaopeng Tan, Jiarong Yao, Hong Zhu, Keshuang Tang:
Robust Estimation of Traffic Arrival Rates at Signalized Intersections With Sparse Internet of Vehicles. IEEE Internet Things J. 12(19): 40146-40158 (2025) - [j11]Jichen Zhu, Haoran Wang, Heye Huang, Xiaoguang Yang, Chaopeng Tan, Jia Hu:
Joint Optimization of Multivehicles and Traffic Signal: A Parallel Approach in Spatial Domain. IEEE Internet Things J. 12(23): 50912-50927 (2025) - [j10]Chaopeng Tan, Jiarong Yao, Keshuang Tang, Jinhao Liang, Guodong Yin:
Privacy-Preserving Cycle-Based Arrival Profile Estimation Based on Cross-Company Connected Vehicles. IEEE Trans. Consumer Electron. 71(2): 6167-6182 (2025) - [j9]Jinhao Liang, Kaidi Yang, Chaopeng Tan, Jinxiang Wang, Guodong Yin:
Enhancing High-Speed Cruising Performance of Autonomous Vehicles Through Integrated Deep Reinforcement Learning Framework. IEEE Trans. Intell. Transp. Syst. 26(1): 835-848 (2025) - [j8]Jinhao Liang, Chaopeng Tan, Longhao Yan, Jingyuan Zhou, Guodong Yin, Kaidi Yang:
Interaction-Aware Trajectory Prediction for Safe Motion Planning in Autonomous Driving: A Transformer-Transfer Learning Approach. IEEE Trans. Intell. Transp. Syst. 26(10): 17080-17095 (2025) - [j7]Chaopeng Tan, Qiqing Wang, Jinhao Liang, Kaidi Yang:
A Connected Vehicle-Based Contextual Stochastic Optimization Model for Real-Time Traffic Signal Timing. IEEE Trans. Intell. Transp. Syst. 26(11): 20162-20175 (2025) - [j6]Chaopeng Tan, Yue Ding, Kaidi Yang, Hong Zhu, Keshuang Tang:
Connected Vehicle Data-Driven Robust Optimization for Traffic Signal Timing: Modeling Traffic Flow Variability and Errors. IEEE Trans. Intell. Transp. Syst. 26(12): 21635-21650 (2025) - [c7]Chaopeng Tan, Jiarong Yao, Meng Wang:
Collaborating Unmanned Aerial Vehicle and Connected Vehicle for Macro-Micro Traffic Monitoring With Minimum Uncertainty. ITSC 2025: 4611-4617 - [c6]Robin Abohariri, Chaopeng Tan, Marco Rinaldi, Hans van Lint:
Inferring Traffic Control Policies with Supervised Learning: A Case Study on Max Pressure. MT-ITS 2025: 1-6 - [c5]Jyotirmaya Ijaradar, Sebastian Pape, Chaopeng Tan, Matthias Körner, Meng Wang:
Data-Driven Anomaly Detection in Urban Traffic Data: A Deep Learning Approach. MT-ITS 2025: 1-6 - [c4]Chaopeng Tan, Marco Rinaldi, Yikai Zeng, Meng Wang, Hans van Lint:
Private-MP: Privacy-Preserving Max-Pressure Control Based on Mobile Edge Computing. MT-ITS 2025: 1-6 - [i4]Chaopeng Tan, Dingshan Sun, Hao Liu, Marco Rinaldi, Hans van Lint:
CV-MP: Max-Pressure Control in Heterogeneously Distributed and Partially Connected Vehicle Environments. CoRR abs/2505.05258 (2025) - 2024
- [j5]Chaopeng Tan, Yumin Cao, Xuegang Ban, Keshuang Tang:
Connected Vehicle Data-Driven Fixed-Time Traffic Signal Control Considering Cyclic Time-Dependent Vehicle Arrivals Based on Cumulative Flow Diagram. IEEE Trans. Intell. Transp. Syst. 25(8): 8881-8897 (2024) - [c3]Jiarong Yao, Chaopeng Tan, Hao Wu, Yumin Cao, Keshuang Tang:
Critical Path Identification for Network Signal Coordination Control Using Connected Vehicle Data Based on Analytic Hierarchy Process Method. ICARCV 2024: 7-12 - [c2]Jiarong Yao, Rong Su, Chaopeng Tan:
An Integrated Timetable Optimization and Automatic Guided Vehicle Dispatching Method in Smart Manufacturing. ITSC 2024: 1190-1195 - [c1]Fengmei Sun, Hong Zhu, Keshuang Tang, Yingchang Xiong, Chaopeng Tan, Zhixian Tang:
Integrating Multi-Graph Convolutional Networks and Temporal-Aware Multi-Head Attention for Lane-Level Traffic Flow Prediction in Urban Networks. ITSC 2024: 1878-1884 - [i3]Jinhao Liang, Kaidi Yang, Chaopeng Tan, Jinxiang Wang, Guodong Yin:
Enhancing High-Speed Cruising Performance of Autonomous Vehicles through Integrated Deep Reinforcement Learning Framework. CoRR abs/2404.14713 (2024) - [i2]Jinhao Liang, Chaopeng Tan, Longhao Yan, Jingyuan Zhou, Guodong Yin, Kaidi Yang:
Interaction-Aware Trajectory Prediction for Safe Motion Planning in Autonomous Driving: A Transformer-Transfer Learning Approach. CoRR abs/2411.01475 (2024) - 2023
- [i1]Chaopeng Tan, Kaidi Yang:
Privacy-Preserving Adaptive Traffic Signal Control in a Connected Vehicle Environment. CoRR abs/2305.07212 (2023) - 2022
- [j4]Chaopeng Tan, Jiarong Yao, Xuegang Ban, Keshuang Tang:
Cumulative Flow Diagram Estimation and Prediction Based on Sampled Vehicle Trajectories at Signalized Intersections. IEEE Trans. Intell. Transp. Syst. 23(8): 11325-11337 (2022) - 2021
- [j3]Keshuang Tang, Yumin Cao, Can Chen, Jiarong Yao, Chaopeng Tan, Jian Sun:
Dynamic origin-destination flow estimation using automatic vehicle identification data: A 3D convolutional neural network approach. Comput. Aided Civ. Infrastructure Eng. 36(1): 30-46 (2021) - [j2]Chaopeng Tan, Jiarong Yao, Keshuang Tang, Jian Sun:
Cycle-Based Queue Length Estimation for Signalized Intersections Using Sparse Vehicle Trajectory Data. IEEE Trans. Intell. Transp. Syst. 22(1): 91-106 (2021) - 2020
- [j1]Chaopeng Tan, Lei Liu, Hao Wu, Yumin Cao, Keshuang Tang:
Fuzing license plate recognition data and vehicle trajectory data for lane-based queue length estimation at signalized intersections. J. Intell. Transp. Syst. 24(5): 449-466 (2020)
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